Nature-Inspired Optimizers

Theories, Literature Reviews and Applications

Häftad, Engelska, 2020

AvSeyedali Mirjalili,Jin Song Dong,Andrew Lewis

1 369 kr

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This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. All in all, the book offers a tutorial on how to design, adapt, and evaluate evolutionary algorithms.

Produktinformation

Utgivningsdatum2020-10-28
Mått155 x 235 x 15 mm
Vikt394 g
FormatHäftad
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor238
FörlagSpringer Nature Switzerland AG
ISBN9783030121297

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Preface.- Chapter 1. Introduction to Nature-inspired Algorithms.- Chapter 2. Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning.-Chapter 3. Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Network.- Chapter 4. Dragonﬂy Algorithm: Theory, Literature Review, and Application in Feature Selection.- Chapter 5. Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction etc